Machine Learning
Articles published in this theme: 2547 (scroll down to load remaining articles)
2026
Evaluating the Performance of Five Leading Large Language Models in Generating Health Education Materials for Patients With Infertility: Comparative Analysis
J Med Internet Res 2026 (Oct 27); 28:e97878
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Effects of Temporal Information Structure on Causal Explanations Generated by Large Language Models: Experimental Study Using Lung Cancer Incidence Data
J Med Internet Res 2026 (Oct 26); 28:e91101
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Differential Diagnosis of Early-Stage Pulmonary Sarcoidosis With Normal Serum Angiotensin-Converting Enzyme Activity Using Peripheral Blood Indicators: Machine Learning Models Development and Validation
JMIR Med Inform 2026 (Oct 26); 14:e86639
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Early Prediction and Prognosis in Acute Kidney Injury Using a Biomarker-Aware Transformer: Retrospective Multicenter Study
JMIR Med Inform 2026 (Oct 26); 14:e90687
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Electrocardiogram Embeddings Beyond Chronological Age for Prediagnostic Cognitive Impairment and Dementia: Development and External Validation Study
J Med Internet Res 2026 (Oct 23); 28:e108392
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Data-Rich But Integration-Poor Human Trials: Conceptual Framework for Closing the AI Transformation Gap in Dietary Intervention and Cosmetic Human Trials
J Med Internet Res 2026 (Oct 23); 28:e103706
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Explainable Machine Learning for Predicting Major Adverse Renal and Cardiovascular Events in Acute Myocardial Infarction With Chronic Kidney Disease: Algorithm Development and Validation
JMIR Med Inform 2026 (Oct 23); 14:e96654
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Screening for Cough Variant Asthma Using the TabPFN Model on Routine Laboratory Data in a Multicenter Cohort: Prospective Validation Study
JMIR Med Inform 2026 (Oct 23); 14:e92211
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Reducing Annotation Costs Using Knowledge Distillation for Label‑Efficient Negation Detection in Radiology Reports: Multisite Internal Validation Study
JMIR Med Inform 2026 (Oct 22); 14:e103912
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A Machine Learning–Guided Lyric Analysis Peer Support Intervention (LAPSI) for Psychological Distress in South African Women: Protocol for an Exploratory Sequential Mixed Methods Study
JMIR Res Protoc 2026 (Oct 21); 15:e90426
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Machine Learning–Based Prediction of Major Postoperative Complications After Noncardiac Surgery Under General Anesthesia Using Routinely Available Electronic Health Record Data: Retrospective Multicenter Development and Validation Study
JMIR Perioper Med 2026 (Oct 21); 9:e91315
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AI-Based Delirium Risk Prediction Compared With the Validated 4AT-Score Screening Tool in Patients With Trauma: Prospective Cohort Study
JMIR Form Res 2026 (Oct 21); 10:e104907
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Generative AI for Personalized Learning Platforms in Otolaryngology–Head and Neck Surgery Education: Scoping Review
JMIR Med Educ 2026 (Oct 19); 12:e91785
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Detection of Pathological Voice Samples Using a Text-to-Speech–Inspired Approach With Multiple Model Architectures: Method Development and Comparative Evaluation Study
J Med Internet Res 2026 (Oct 19); 28:e94285
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Technological Integration in Triage With AI and Machine Learning Compared With Conventional Triage and Narrative Synthesis of Telehealth for Patient Prioritization in Emergency and Acute Care Settings: Systematic Review and Meta-Analysis
J Med Internet Res 2026 (Oct 19); 28:e93931
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Psychosocial Distress and Radiation Treatment Interruptions in Patients With Cancer Using Machine Learning and Regression: Retrospective Cohort Study
JMIR Cancer 2026 (Oct 19); 12:e92899
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Nonlinear Feature Modeling Using Kolmogorov-Arnold Networks in Electroencephalography for Depression Classification: Deep Learning Study
JMIR AI 2026 (Oct 19); 5:e101076
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AI for Poststroke Epilepsy: Scoping Review of Imaging-Based Prediction Models and Implications for African Settings
JMIR AI 2026 (Oct 16); 5:e96828
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Same Name, Moving Target: Model Version Drift in Syntheses of Large Language Models for Mental Health
JMIR AI 2026 (Oct 15); 5:e111307
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Quality Assessment and Model Training Impact of Synthetic Images in Medical Diagnostic Imaging: Systematic Review
JMIR AI 2026 (Oct 15); 5:e81472
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